Block-addressed editing: a 10x output-token cost reduction for document LLM agents
~10× less output, ~3× faster, measured. Plus the second lever — history compaction — that cuts multi-turn input ~60%.
Jul 22, 202623 min read
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~10× less output, ~3× faster, measured. Plus the second lever — history compaction — that cuts multi-turn input ~60%.
And to improve your code
So I made a cheat sheet in plain english
A step-by-step guide
Today we deploy a website on our own server
Your customers will love you for it
A second brain that never leaves your laptop
And what's actually inside a CRDT(Conflict-free Replicated Data Type)
How a recursive JSON editor keeps track of itself Find the app deployed here and the code here. The app is two panes. On the left, you edit a tree of key: value rows. On the right, the JSON updates as